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Symmetric Decomposition of Asymmetric Games.
Tuyls K, Pérolat J, Lanctot M, Ostrovski G, Savani R, Leibo JZ, Ord T, Graepel T, Legg S. Tuyls K, et al. Among authors: leibo jz. Sci Rep. 2018 Jan 17;8(1):1015. doi: 10.1038/s41598-018-19194-4. Sci Rep. 2018. PMID: 29343692 Free PMC article.
Rethink reporting of evaluation results in AI.
Burnell R, Schellaert W, Burden J, Ullman TD, Martinez-Plumed F, Tenenbaum JB, Rutar D, Cheke LG, Sohl-Dickstein J, Mitchell M, Kiela D, Shanahan M, Voorhees EM, Cohn AG, Leibo JZ, Hernandez-Orallo J. Burnell R, et al. Among authors: leibo jz. Science. 2023 Apr 14;380(6641):136-138. doi: 10.1126/science.adf6369. Epub 2023 Apr 13. Science. 2023. PMID: 37053341 Free article.
Human-level performance in 3D multiplayer games with population-based reinforcement learning.
Jaderberg M, Czarnecki WM, Dunning I, Marris L, Lever G, Castañeda AG, Beattie C, Rabinowitz NC, Morcos AS, Ruderman A, Sonnerat N, Green T, Deason L, Leibo JZ, Silver D, Hassabis D, Kavukcuoglu K, Graepel T. Jaderberg M, et al. Among authors: leibo jz. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
Building machines that learn and think for themselves.
Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, Weber T, Wierstra D, Legg S, Hassabis D. Botvinick M, et al. Among authors: leibo jz. Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048. Behav Brain Sci. 2017. PMID: 29342685
Prefrontal cortex as a meta-reinforcement learning system.
Wang JX, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M. Wang JX, et al. Among authors: leibo jz. Nat Neurosci. 2018 Jun;21(6):860-868. doi: 10.1038/s41593-018-0147-8. Epub 2018 May 14. Nat Neurosci. 2018. PMID: 29760527
Meta-control of social learning strategies.
Yaman A, Bredeche N, Çaylak O, Leibo JZ, Lee SW. Yaman A, et al. Among authors: leibo jz. PLoS Comput Biol. 2022 Feb 28;18(2):e1009882. doi: 10.1371/journal.pcbi.1009882. eCollection 2022 Feb. PLoS Comput Biol. 2022. PMID: 35226667 Free PMC article.
21 results